{
 "cells": [
  {
   "cell_type": "code",
   "id": "initial_id",
   "metadata": {
    "collapsed": true,
    "ExecuteTime": {
     "end_time": "2024-07-15T05:59:47.192188Z",
     "start_time": "2024-07-15T05:59:02.726522Z"
    }
   },
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "\n",
    "# Load the dataset\n",
    "file_path = 'Asia towers.csv'  # Update with the actual path\n",
    "data = pd.read_csv(file_path)\n",
    "\n",
    "# Rename columns for easier access\n",
    "data.columns = ['Index', 'Radio', 'MCC', 'MNC', 'TAC', 'CID', 'Unit', 'Longitude', 'Latitude', 'Range', 'Samples', 'Changeable', 'Created', 'Updated', 'AverageSignal', 'Country', 'Network', 'Continent']\n",
    "\n",
    "# Drop the 'Index' column as it's not needed\n",
    "data = data.drop(columns=['Index'])\n",
    "\n",
    "# Check for missing values and handle them (if necessary)\n",
    "data = data.dropna(subset=['Latitude', 'Longitude', 'AverageSignal', 'Range'])\n",
    "\n",
    "# Display basic information about the dataset\n",
    "print(data.info())\n",
    "print(data.head())\n"
   ],
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\WPP-JKW\\AppData\\Local\\Temp\\ipykernel_29896\\3684876409.py:6: DtypeWarning: Columns (16) have mixed types. Specify dtype option on import or set low_memory=False.\n",
      "  data = pd.read_csv(file_path)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 13375989 entries, 0 to 13375988\n",
      "Data columns (total 17 columns):\n",
      " #   Column         Dtype  \n",
      "---  ------         -----  \n",
      " 0   Radio          object \n",
      " 1   MCC            int64  \n",
      " 2   MNC            int64  \n",
      " 3   TAC            int64  \n",
      " 4   CID            int64  \n",
      " 5   Unit           int64  \n",
      " 6   Longitude      float64\n",
      " 7   Latitude       float64\n",
      " 8   Range          int64  \n",
      " 9   Samples        int64  \n",
      " 10  Changeable     int64  \n",
      " 11  Created        int64  \n",
      " 12  Updated        int64  \n",
      " 13  AverageSignal  int64  \n",
      " 14  Country        object \n",
      " 15  Network        object \n",
      " 16  Continent      object \n",
      "dtypes: float64(2), int64(11), object(4)\n",
      "memory usage: 1.7+ GB\n",
      "None\n",
      "  Radio  MCC  MNC  TAC       CID  Unit   Longitude  Latitude  Range  Samples  \\\n",
      "0   GSM  525    1   63       452     0  103.827896  1.431656   1000        3   \n",
      "1  UMTS  525    1  315  20666852     0  103.625793  1.309433   1000        2   \n",
      "2   GSM  525    1   63      5143     0  103.838882  1.425247   1000        3   \n",
      "3   GSM  525    1   63      5142     0  103.838775  1.416006   1000      192   \n",
      "4   GSM  525    1   63      5171     0  103.825607  1.426163   1000        1   \n",
      "\n",
      "   Changeable     Created     Updated  AverageSignal    Country  Network  \\\n",
      "0           1  1459692344  1487379337              0  Singapore  SingTel   \n",
      "1           1  1370464837  1370464837              0  Singapore  SingTel   \n",
      "2           1  1380831294  1461549037              0  Singapore  SingTel   \n",
      "3           1  1380831294  1483700507              0  Singapore  SingTel   \n",
      "4           1  1459671632  1459671632              0  Singapore  SingTel   \n",
      "\n",
      "  Continent  \n",
      "0      Asia  \n",
      "1      Asia  \n",
      "2      Asia  \n",
      "3      Asia  \n",
      "4      Asia  \n"
     ]
    }
   ],
   "execution_count": 1
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-07-15T06:01:00.592176Z",
     "start_time": "2024-07-15T06:00:58.086750Z"
    }
   },
   "cell_type": "code",
   "source": [
    "# Select relevant features for clustering\n",
    "features = data[['Latitude', 'Longitude', 'AverageSignal', 'Range']]\n",
    "\n",
    "# Standardize the data\n",
    "from sklearn.preprocessing import StandardScaler\n",
    "\n",
    "scaler = StandardScaler()\n",
    "scaled_features = scaler.fit_transform(features)\n"
   ],
   "id": "b36eb4fb76738081",
   "outputs": [],
   "execution_count": 2
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-07-15T06:03:02.531814Z",
     "start_time": "2024-07-15T06:01:03.634091Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import matplotlib.pyplot as plt\n",
    "from sklearn.cluster import KMeans\n",
    "\n",
    "# Use the Elbow method to find the optimal number of clusters\n",
    "wcss = []\n",
    "for i in range(1, 11):\n",
    "    kmeans = KMeans(n_clusters=i, random_state=42)\n",
    "    kmeans.fit(scaled_features)\n",
    "    wcss.append(kmeans.inertia_)\n",
    "\n",
    "# Plot the results\n",
    "plt.figure(figsize=(10, 5))\n",
    "plt.plot(range(1, 11), wcss, marker='o', linestyle='--')\n",
    "plt.xlabel('Number of Clusters')\n",
    "plt.ylabel('WCSS')\n",
    "plt.title('Elbow Method to Determine Optimal Number of Clusters')\n",
    "plt.show()\n"
   ],
   "id": "eecce907adacffbe",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1000x500 with 1 Axes>"
      ],
      "image/png": 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GRkKlUqF79+4ao2fdu3dHfn6+evSkIiUfLks0btxYPRWmJOA9+dr79+8PiUSC06dPQy6X49KlS+rRkhJ9+/Z95ut8UlRUFCQSSZmVs0oCU8nv+nmV/O4iIiIgEokQGBhY5neWnJyM69evl3v/iIgI2NraolWrVur7KBQKBAUFIS4uTj2SAxSH6PJ4e3ur/13yAbz0h86SaW4VTUcCis9TKgkrANRhqmQ6VkREBFq2bIkGDRqo6xSLxejatavGCNCTVCrVMxc5KfmAWXq0omHDhuqABAB2dnbw9vZ+Zt97UunfjZ6eHiwtLeHp6alRk4WFBR4/fgwAaNCgAX744Qf4+PggISEBERERCAsLQ3R0NAoLC6v03KVf36JFi5Cbm4uPPvrouR6jtKq+phJPe0+6desWHj16VOZv3tfXFyYmJjh58qTGY1XUF0tERUXB29u7zAj3wIEDkZycjFu3blX69YpEIigUikq3fx7+/v749ddf8fbbb+P//u//8ODBA0yaNKnC99a8vDxcuHABgYGBUKlU6t9X48aN4ezs/NTfl42NDVxcXDB//nzMmTMHe/bsgUqlwvvvv//M3ytRXVTvRpLS0tIwbNgwfPrppxpLJVekf//+GtOAgOJvpWfMmKGxxDCRNkmlUnh5eT3XfZ/8trhk5aasrCz1B9/yvlG2sbFRf7gJDAzEd999h3v37iEyMhLt2rVDQEAACgsLER0djZs3b8LS0rLSi0uULDhw//59GBsbIyIiotyT5TMyMgBA/a3qkxITE5/6PIaGhhq3xWKx+gNwyWu3tbXVaFPyYe/x48fIzMyESqUqs7jA80ynyczMhKWlZZkP6iXP/+QHyapITEyEq6srgOLfmUqlqnBaWVJSUrnfhmdkZCA5ObnCEcvk5GSYm5sDKL+/AFB/G19aVU9gf/KYlYS/kvO2MjIycPfu3QrrzMvLK/MYAODo6IgrV6489blLzgtp2LChelt5x9ra2hqXLl166mM9qbzfTXl1lrZz504sX74cDx8+hIWFBdzd3V94QQAXFxdMnjwZy5cv1zg/7Hk8z2sCnv6eVPI3v3DhQixcuLDMfZOSkp76WE/KzMwsdwSx5H5PC+xPcnR0LPP5oLSioiKkpaW90HS7efPmwd7eHjt37lS/fm9vb3z44YfqkaPSsrKyoFQqsWHDBmzYsKHMfgMDA43bpVfuE4lE2Lx5M9atW4eDBw9ix44d0NfXR8+ePfHRRx+Ve+4eUV1Wr0LSuXPnMGfOHMTHx1f6Pk/+T2PFihU4cuRIlZfXJdIVT34ISE5OBlD8P8uSD70pKSlwdnYu067k21cfHx+YmJggIiICkZGRCAoKgrW1NVxcXBAVFYVLly6hW7duGt8OP03Xrl1hamqK/fv3w9TUFI0aNYKnp2eZdmZmZgCKF48wNjYus7/0h9mqKnntycnJGh+iCgsLkZ6eDktLS1hYWEAsFqunspUo+SBX1edLT09HUVGRRlAq+dBX3vkUlXHz5k0kJSXhjTfeAACYmprCyMgIP/zwQ7ntmzZtWu52U1NTNGvWTGOKU2m6snKeqakp/Pz8MGvWrHL3S6XScrd3794dR48eRUxMjMYISGn79u2DTCZD586d1dvKO9YpKSlPXSa6Opw9exazZ8/GiBEj8NZbb6lH1JYsWVLlUawnjR07FgcOHMAnn3yCt956S2Pfk6G0RMliFtXhae9JJX/zs2bNgp+fX5n7lvzdVpa5uXmZv9/Sz1mVv7uAgAB8//33SE5OLvPlClB8ztL48eOxfPnyCr/YeXIkqvRiFEBx/50wYQImTJiAhIQEHD58GGvXrsW7775b7oI3xsbGEIlEGD16dLnP+azQ2qBBA3z00UdYsGABrl69in379mHDhg0wNzcvN6QS1WX1Zrrdjh07MHPmTISGhpbZd+rUKYSEhMDHxwf9+/dXn7z5pMjISHz//fdYsWJFuR/QiGqD0ivQAcVfBIhEIvXKYFKptMyFCc+ePYuEhAT1aIS+vj46d+6MQ4cO4dKlS+pR2Q4dOuD48eM4c+ZMpabalZBKpejRowcOHDiAvXv3VviBomSaU3p6Ory8vNQ/GRkZWLFihfoDbGXDWWklH8CefO1//vknFAoF2rdvDwMDA3h7e+PAgQMaU7AOHTr0zMd/siY/Pz8oFIoyFy0tef958nysylq5ciVkMhkGDx6sfp7c3FyoVCqN39n169exZs0aFBUVVVjfw4cPYW1trXG/iIgIbNy4scxqXkLx8/PD7du34eTkpFHnzp078euvv1ZY58CBA9G0aVN8+OGH5Qafw4cP4/fff8fIkSM1Rkji4+M1rsGVmJiI8+fPo2PHjgBQY7+XmJgYKJVKTJ06VR2QFAqFekrh866ICBTX/MUXXyA7Oxvr16/X2Ffy2h8+fKjeduvWref6YqAiT3tPat68OaytrXH//n2N42tvb49ly5Y9cxXDJ/n6+iImJqbMqps7d+6Era1thV8alGf48OHQ19fHp59+Wibs5OXlYeXKlTA3N6/wvdDExKTMoiWlz9eSy+Xo3bu3ejW7hg0bYvjw4ejfv7/6fk/2NxMTE3h4eODWrVsav6+ShWaeNo03JiYGnTp1wsWLFyESidCyZUuEhoaiRYsWT11chaiuqjcjSQEBAQgODoaenp5GULp69SomTJiAL7/8Ej169MCFCxcwceJEWFpaokuXLup2CoUCCxYswIQJE9CsWTMBXgHRfwoKCnD+/PkK97do0QJGRkbl7ouLi8O8efMwYMAAxMbGYuXKlQgJCVH363feeQerV6+Gvr4+evTogfv37+Prr7+Gi4uLxgUyAwMDMXfuXBgZGamn/vn7+yMsLEwdoqqiX79+GDduHMRiscbKVk++roEDB2L+/Pl48OABPD09cfv2bXz11Vdo1KiR+jWYmZkhJSUFR48erfSJ1S4uLhg8eDBWr14NuVwOf39/XLlyRb2kcMn7QcniA5MnT8awYcNw584drFu37pmPX/KN+O7du9GmTRt07doV/v7+WLBgAZKSkuDh4YGoqChs2LABgwcPfuaiDY8ePVL3gaKiIiQmJmLHjh04ceIEPv74Y/UH6cDAQPj6+mLixImYOHEinJ2dcfHiRaxatQoBAQHqqYNmZmaIiYlBREQEPDw8MGTIEISFhWHMmDEYP348HBwccOrUKWzYsAEjRoyo0gVWa9Lo0aPxxx9/YPTo0fjf//4HS0tL7NmzB9u2bVMv0lEeIyMjrFq1CuPGjcOgQYMwevRoeHh4IC8vD4cOHUJ4eDh69OiBadOmadxPpVJh4sSJmD59OiQSCVavXg0zMzP1Et8l1/U6cuQIzM3N4e7uXi2vs3Xr1gCAjz/+GK+88gqysrIQFhamXn4+Nze33OluleXq6opJkyZhxYoVGts7dOgAQ0NDfPHFF5g+fTpycnKwevXqap169az3pNDQUHz44YeQSCQICgpCVlYW1q5dq15RsCrGjBmDnTt3YsyYMZg8eTIsLS3x+++/IzIyEp9//nmVvmBp1KgRPvroI8ybNw/Dhw/Ha6+9BgcHB8THx2PLli24e/cuNmzYUOF7cVBQENavX49vvvkGbdu2xZEjRzRWjpTJZGjVqpX6/djNzQ23b9/Gjh071IvilPS3iIgIODs7o02bNuqFbd59910MHDgQCoUCmzdvxoULF9SL0pTHw8MDMpkMs2bNwpQpU2BjY4NTp07hypUr6qXtieqTehOSyhsKB4BffvkFPXr0wEsvvQQAaNeuHV599VX89NNPGiFp165dyM3N5RsF6YTk5GQMGzaswv3h4eEVnrM0YcIEXL58GePHj4epqSnGjh2LyZMnq/eX/M8xLCwMv/76KywsLNCnTx9Mnz5dY6pGySpU7dq1U08X8/PzU38DXNUPbJ06dYKZmRkcHBzKTPUrbdGiRVi/fj1++eUXPHr0CNbW1ujXr5/6QysADBkyBEePHsWkSZMwderUMosjVOSzzz5D06ZN8dtvv2HTpk2ws7PDyJEjMWnSJPWHJx8fH2zYsAHLly/H5MmT0ahRI3z++ecYP378Ux/7pZdewh9//IE5c+YgJCQEH330EdavX4+VK1fihx9+QFpaGho1aoTQ0NAyF9YtT8lCHUDxyJ6dnR08PT0RFhamsUCFWCzGt99+i6+//hrr169HamoqGjRogNGjR2PSpEnqdsOHD0dcXBzefvttLFq0CMHBwfjpp5+wbNkyfPnll3j8+DEcHR3x7rvvqlch1AUNGjTAL7/8gmXLluGjjz5Cfn4+mjVrhs8+++yZi5iUXAMnLCwM4eHhuH//PmQyGdzd3bFkyZJyRzQbNmyIMWPG4PPPP0deXh46deqEdevWqUODq6srBgwYgJ9++gnHjx+vtuW1/f398eGHH+K7777Dvn37YGNjA39/f6xevRqTJk3CuXPn1CuSPa+3334bBw8e1Di/ytTUFCtXrsSyZcswadIkODo6YvLkyerl46vDs96Thg4dCmNjY2zcuBFbt26FkZER2rVrh6VLlz7zEgNPsrW1xc8//4xly5bhs88+Q2FhIdzd3bF27doyC7JUxuDBg9G0aVP1LJPU1FTY2trC29tb/eVSRcaNG4e0tDRs3rwZhYWF6NatGz777DONIPPxxx9jxYoV2Lx5M5KTk2FtbY2QkBB1eDcxMcGYMWOwdetWHDlyBCdPnkRAQAA2bdqE1atXY+rUqdDX10erVq3w3XffPfU8UQMDA2zevFn9u8nKykKzZs3w8ccfa3xBRlRfiFTPuqhKHeTm5oYffvgB/v7+ePvttxEZGalxMqNCoUCTJk3wxx9/qLe98cYb6NSpk8YbNxER1R9z5sxBVFRUpaZXEhFR7VZvRpIqYm9vj8GDB6uv7QAUnzhdOjumpKQgOjoaixcvFqJEIiIiIiLSonqzcENFQkJCsHv3bpw4cQJKpRJ37tzBiBEj1CdKAsUnUtrZ2VV5WJ+IiIiIiGqfej+S1KZNGyxfvhzLly/HtGnTYGhoiAEDBmDGjBnqNvfu3UODBg0ErJKIiIT2xRdfCF0CERFpSb08J4mIiIiIiKgi9X66HRERERERUWkMSURERERERKXU+XOSlEolioqKIBaLIRKJhC6HiIiIiIgEolKpoFQqoaen99QLSNf5kFRUVITY2FihyyAiIiIiIh3h5eUFqVRa4f46H5JKEqKXlxckEonA1dDzUCgUiI2N5TEkrWGfI21ifyNtY58jbdK1/lZSz9NGkYB6EJJKpthJJBKdODD0/HgMSdvY50ib2N9I29jnSJt0rb896zQcLtxARERERERUCkMSERERERFRKQxJREREREREpTAkERERERERlcKQREREREREVApDEhERERERUSkMSURERERERKUwJBEREREREZXCkERERERERFSKntAF1BcKpQpRt9OQ9FgOO1MZ/JysIBE//Uq/RERERESkfQxJWrAv7iEW7rqMh5ly9TYHcxkWBHugj6eDgJUREREREdGTON2uhu2Le4gJYdEaAQkAHmXKMSEsGvviHgpUGRERERERlUfQkKRQKDBy5EjMmTOnwjZHjx5FcHAw2rZti759++Lw4cNarPDFKJQqLNx1Gapy9pVsW7jrMhTK8loQEREREZEQBA1Jq1evxtmzZyvcf+fOHUyZMgXTpk3D2bNnMWXKFEyfPh2JiYlarPL5Rd1OKzOCVJoKwMNMOaJup2mvKCIiIiIieirBzkmKiIjAgQMH8NJLL1XYZseOHfDx8UHPnj0BAP369cP27duxdetWTJ06tUrPp1AoXqje5/EoM7fS7RQKi5otphYrOXZCHEOqn9jnSJvY30jb2OdIm3Stv1W2DkFCUmpqKubNm4e1a9diy5YtFba7ceMGWrRoobHNxcUFV69erfJzxsbGVvk+LyorKb9y7RLv4fz5pBqupvYT4hhS/cY+R9rE/kbaxj5H2lTb+pvWQ5JSqcR7772HMWPGwN3d/altc3JyYGhoqLFNJpMhN7dyIzSleXl5QSKRVPl+L8JLqcK6mCNIzMov97wkEQB7cxle7+nH5cCfQqFQIDY2VpBjSPUT+xxpE/sbaRv7HGmTrvW3knqeReshaf369ZBKpRg5cuQz2xoaGkIu1zynRy6Xw9jYuMrPK5FItH5gJBLgo4GtMCEsGiKg3KC0INgDUn2uxF4ZQhxDqt/Y50ib2N9I29jnSJtqW3/T+qfzP/74A0lJSfDx8QEAdQj666+/yizi0KJFC1y6dElj240bN+Dp6amdYqtBH08HrBvRrsx1kgDgna7NeZ0kIiIiIiIdo/WQtG/fPo3bJct/f/HFF2XaDhw4EN999x327NmDl156CQcOHEBUVBTmzZunlVqrSx9PB/TysEfU7TQkPZbj8NUk/H4+AYeuJmFWH3dOtSMiIiIi0iE6dzFZb29v7Ny5EwDg7OyMNWvWYP369fD19cXatWuxatUqODk5CVxl1UnEInR0tsbLbR2x8GVPmBvqIyEjD9cePRa6NCIiIiIiKkXwk2GeHEGKiYnRuN2lSxd06dJFmyXVOHNDfawb3g5u9qawNjEQuhwiIiIiIipF8JBUX3VysRG6BCIiIiIiKofOTberj07dSEFOfpHQZRARERERERiSBDfnt4t4Y+NpfHfyttClEBERERERGJIE19HZGgCw/tgtZOQWCFwNERERERExJAksuHVDuNub4rG8COuO3hS6HCIiIiKieo8hSWBisQjv9XYDAGw5eQeJWfJn3IOIiIiIiGoSQ5IO6O5uh/ZNLZFfpMTKv68LXQ4RERERUb3GkKQDRCIRZv07mrT1zD3cTc0RuCIiIiIiovqLIUlH+De3RmALWzhaGiL5cb7Q5RARERER1Vu8mKwOWfZqG5gb6kNfwuxKRERERCQUhiQdYmNiIHQJRERERET1HocsdFBBkRI/RtxBTHy60KUQEREREdU7DEk6aNnBa5j/xyUs2nsVKpVK6HKIiIiIiOoVhiQdNLpTM0j1xIi6nYaj/yQLXQ4RERERUb3CkKSDHMwN8WaHpgCAL/dfg1LJ0SQiIiIiIm1hSNJRE4NcYGKgh0sJWfgz9qHQ5RARERER1RsMSTrKyliKsV2cAADLD/6DQoVS4IqIiIiIiOoHhiQdNrZLc1gZS3E7JQfh5+4LXQ4RERERUb3AkKTDTAz0MCnIBV1b2KJ1I3OhyyEiIiIiqhd4MVkdN6ZTM7wV4CR0GURERERE9QZHknScWCwSugQiIiIionqFI0m1RPLjfKw5fAM2JlJM7u4qdDlERERERHUWQ1ItceZOGracugNjqQSv+zWBtYmB0CUREREREdVJnG5XS/T1tIeXozlyChRYc/im0OUQEREREdVZDEm1hEgkwnu93QAAYZF38SAjT+CKiIiIiIjqJoakWqSLqw06NLdCgUKJr//6R+hyiIiIiIjqJIakWkQkEmFWH3cAQPi5+7iRlC1wRUREREREdQ9DUi3TroklerZsAKUKWH3outDlEBERERHVOVzdrhZ6r7cbGlkaYnJ3F6FLISIiIiKqcxiSaiE3e1N8NLCV0GUQEREREdVJnG5XB2TnFwldAhERERFRncGQVIvdTc3ByE2nMXLTaahUKqHLISIiIiKqExiSajFDfQnO3ElDTHwG/rqSJHQ5RERERER1AkNSLWZnJsOYzk4AgKX7r0Gh5GgSEREREdGLYkiq5cZ3dYaZTA/XEh9j54UHQpdDRERERFTrMSTVcuZG+hjfzRkAsPzgPygoUgpcERERERFR7caQVAeM6eQEW1MD3EvLw9Yz8UKXQ0RERERUqzEk1QGGUgmm/nth2T/OJ3ClOyIiIiKiFyDIxWQjIiKwfPly3Lx5E4aGhujTpw/ee+89yGSyMm3Hjh2L06dPQ0/vv1K//vprdO3aVZsl67xhvk1goC/BoLaOEIlEQpdDRERERFRraX0kKS0tDePGjcPrr7+Os2fPYseOHYiKisK3335bbvu4uDhs2rQJMTEx6h8GpLKkemK86tMYUj0ODhIRERERvQitjyRZWVnh1KlTMDExgUqlQkZGBvLz82FlZVWm7b1795CZmQkPDw9tl1mrFSqUuJSQhbaNLYQuhYiIiIio1hFkup2JiQkAIDAwEImJifDx8cGQIUPKtIuNjYWxsTFCQ0MRGxsLGxsbjB49GiEhIVV+ToVC8cJ11wZJWXIM2xCFpMdyHJ7RFXZmZacw1jYlx66+HEMSHvscaRP7G2kb+xxpk671t8rWIVIJeJa/XC5HZmYmZs6cCQMDA2zcuFFj/++//47du3djxowZcHV1xenTpzFlyhR8/vnn6Nu3b6WeQ6FQ4Pz58zVQvW5SqVSYdzgN11IL0cfZCG+3MxO6JCIiIiIindK2bVtIJJIK9wsakkpcvHgRQ4cORVRUFMzNzZ/aduHChUhNTcXKlSsr9dglIcnLy+upv4i6JPJWKoZvOgM9sQgHQ7ugiZWR0CW9EIVCgdjY2Hp1DElY7HOkTexvpG3sc6RNutbfSup5VkjS+nS76OhozJ07Fzt37oRUKgUAFBQUQF9fH4aGhhptw8PDYWxsrDFqVFBQAAMDgyo/r0Qi0YkDow2dXe3QxdUGx6+nYOWhm/hqWFuhS6oW9ekYkm5gnyNtYn8jbWOfI22qbf1N60uhubm5QS6XY9myZSgoKMCDBw+wePFihISEqENTiezsbHzyySe4fPkylEoljhw5gt27d2PYsGHaLrvWmdXbHQDw+/kHuPooS+BqiIiIiIhqD62HJGNjY2zcuBHXr19H586dMXLkSHTq1Alz584FAHh7e2Pnzp0AgFGjRmHEiBGYPHkyvL29sXTpUixevBg+Pj7aLrvW8Wpkjn5e9lCpgKX7/xG6HCIiIiKiWkOQ1e1cXFywefPmcvfFxMSo/y0SiTBx4kRMnDhRW6XVKTN6uWFf3CPkFykgL1RApl97hjiJiIiIiIQiSEgi7XCxM8GB0EC42JkIXQoRERERUa2h9el2pF0MSEREREREVcOQVE+kZudj/dGb0IEV34mIiIiIdBqn29UDBUVK9P36OJIe56OxlRH6eTkIXRIRERERkc7iSFI9INUT4zW/JgCApQeuoUihFLgiIiIiIiLdxZBUT7zdxQmWRvq4lZyD7dEPhC6HiIiIiEhnMSTVE6YyfUzs5gIAWPHXP5AXKgSuiIiIiIhINzEk1SMjOzaFvZkMCZly/HQ6XuhyiIiIiIh0EkNSPSLTl2BaT1cAwJrDN5CdXyRwRUREREREuochqZ4Z2r4RWjQwwYDWDlAouBw4EREREdGTuAR4PaMnEePPqV2gL2E+JiIiIiIqDz8p10MMSEREREREFeOn5Xos7kEmxn5/Fg8z84QuhYiIiIhIZzAk1WOf/nkZf11JxMq/rwtdChERERGRzmBIqsfe6+0GANh29j5uJWcLXA0RERERkW5gSKrH2je1Qg93OyiUKiw/+I/Q5RARERER6QSGpHpuZm83iETA7osPEfcgU+hyiIiIiIgEx5BUz7V0MMPANg0BAF/uvyZwNUREREREwmNIIoT2bAE9sQhH/0nGmTtpQpdDRERERCQoXkyW0MzGGOMDnWFjIkXrRuZCl0NEREREJCiGJAJQfG4SERERERFxuh2Vo1ChhFKpEroMIiIiIiJBMCSRhv2XHuGlr45h18UEoUshIiIiIhIEQxJpuJ74GLdTcrD84D8oVCiFLoeIiIiISOsYkkjDmM5OsDGR4m5qLraeuSd0OUREREREWseQRBqMDfQwOcgFALDy7+vIK1AIXBERERERkXYxJFEZr/s3gaOFIZIe5+P7iDtCl0NEREREpFUMSVSGgZ4Eob1aAADWHbmJzLxCgSsiIiIiItIehiQq12BvR7jamSAzrxB7Yh8KXQ4RERERkdbwYrJULolYhIUvt4JCqUKAi43Q5RARERERaQ1DElWokzPDERERERHVP5xuR5WSllOA5Mf5QpdBRERERFTjGJLomf44/wBdlxzGF3uvCl0KEREREVGNY0iiZ2pqbYzs/CLsiLmP64mPhS6HiIiIiKhGMSTRM7VtbIHerRpAqQKWHrgmdDlERERERDWKIYkqZeZLbhCLgP2XEnH+XobQ5RARERER1RiGJKoU1wamGOzdCACwZB/PTSIiIiKiuoshiSptek9X6EtEOHUzFSeupwhdDhERERFRjWBIokprbGWE4f5NoScW4eqjLKHLISIiIiKqEYKEpIiICAwdOhTt2rVD586d8cknn0Aul5fb9ujRowgODkbbtm3Rt29fHD58WMvVUmlTurvg73cDMbZLc6FLISIiIiKqEVoPSWlpaRg3bhxef/11nD17Fjt27EBUVBS+/fbbMm3v3LmDKVOmYNq0aTh79iymTJmC6dOnIzExUdtl07+sTQzQ1NpY6DKIiIiIiGqMnraf0MrKCqdOnYKJiQlUKhUyMjKQn58PKyurMm137NgBHx8f9OzZEwDQr18/bN++HVu3bsXUqVOr9LwKhaJa6qf/XH30GKk5BejsbF2jz1Ny7HgMSVvY50ib2N9I29jnSJt0rb9Vtg6thyQAMDExAQAEBgYiMTERPj4+GDJkSJl2N27cQIsWLTS2ubi44OrVqq+uFhsb+3zFUrnOJMix+GQGrI3EWN3HFvoSUY0/J48haRv7HGkT+xtpG/scaVNt62+ChKQSBw4cQGZmJmbOnImpU6di48aNGvtzcnJgaGiosU0mkyE3N7fKz+Xl5QWJRPJC9dJ/3DwU+O7iMSQ+zselfEuM7tSsxp5LoVAgNjaWx5C0hn2OtIn9jbSNfY60Sdf6W0k9zyJoSJLJZJDJZHjvvfcwdOhQZGZmwtzcXL3f0NCwzIIOcrkcxsZVPydGIpHoxIGpK0wMJZja0xXzdsRh7ZFbeM2vKYwNarY78RiStrHPkTaxv5G2sc+RNtW2/qb1hRuio6PRp08fFBQUqLcVFBRAX1+/zKhRixYtcP36dY1tN27cgKurq1Zqpad71acxmlkbITWnAJtP3Ba6HCIiIiKiaqH1kOTm5ga5XI5ly5ahoKAADx48wOLFixESEgKpVKrRduDAgYiKisKePXtQVFSEPXv2ICoqCi+//LK2y6Zy6EvECO1VfM7Yt8duIT2n4Bn3ICIiIiLSfVoPScbGxti4cSOuX7+Ozp07Y+TIkejUqRPmzp0LAPD29sbOnTsBAM7OzlizZg3Wr18PX19frF27FqtWrYKTk5O2y6YKBLduiJYOZnicX4Rvjt4UuhwiIiIiohcmyDlJLi4u2Lx5c7n7YmJiNG536dIFXbp00UZZ9BzEYhHe690C7/16EY2tjIQuh4iIiIjohQm6cAPVDUFudjg+OwhGUnYnIiIiIqr9tD7djuoekUjEgEREREREdQZDElUblUqFPbEPsWRf1S/2S0RERESkK/j1P1WbG0nZmPhTNABgQOuG8GhoJnBFRERERERVx5EkqjauDUwxoLUDAGDpgWsCV0NERERE9HwYkqhavfuSGyRiEQ5dTcLZO2lCl0NEREREVGUMSVStnGyM8apPIwDAkn3XoFKpBK6IiIiIiKhqGJKo2k3t4QoDPTGi7qThyD/JQpdDRERERFQlDElU7RzMDTGqUzMAwJf7rkGp5GgSEREREdUeXN2OasSEQGdcvJ+BCd1cIBIJXQ0RERERUeUxJFGNsDSW4pd3OgpdBhERERFRlXG6HWkFp9wRERERUW3BkEQ1Sl6owOpD19F7xTHICxVCl0NERERE9EwMSVSjRCLg56h7uJ6UjR8i7ghdDhERERHRMzEkUY0y0JNgWk9XAMDaIzeRJS8UuCIiIiIioqdjSKIaN8TbEc62xsjILcTGY7eELoeIiIiI6KkYkqjG6UnEmPmSGwBg44nbSMnOF7giIiIiIqKKMSSRVvTxtEfrRubILVBgzeEbQpdDRERERFQhhiTSCpFIhPd6F48mbT1zj+cmEREREZHO4sVkSWsCXGww86UW6N+6Icxk+kKXQ0RERERULoYk0hqRSITJ3V2FLoOIiIiI6Kk43Y4Ek5CRJ3QJRERERERlMCSR1imVKry77QICFh/CxfsZQpdDRERERKSBIYm0TiwWQaVSQakCvtx/TehyiIiIiIg0MCSRIEJ7tYC+RITj11Nw6maK0OUQEREREakxJJEgGlsZ4XW/JgCAJfuuQaVSCVwREREREVExhiQSzOTuLjDUl+D8vQwcvJwodDlERERERAAYkkhAdqYyjOncDACw9MA1KJQcTSIiIiIi4TEkkaDGdXWGmUwPyY/zcTslR+hyiIiIiIh4MVkSlrmRPjaN9oW7vSlMZfpCl0NERERExJBEwvNtZiV0CUREREREapxuRzpDpVJh/6VHyC0oEroUIiIiIqrHGJJIZ0z5OQbjfjyH707eEboUIiIiIqrHGJJIZ/Rs2QAAsP7oTWTmFgpcDRERERHVVwxJpDMGtmkId3tTZMmL8M2xm0KXQ0RERET1FEMS6QyxWISZL7kBAL47eRtJWXKBKyIiIiKi+oghiXRKj5Z2aNfEAvJCJVYduiF0OURERERUDzEkkU4RiUSY1ccdAPBzVDziU3MFroiIiIiI6htBQtLVq1cxZswY+Pn5oXPnzpg1axbS0tLKbTt27Fh4eXnB29tb/XPs2DEtV0za1KG5Nbq2sIVrA1Nk5nEBByIiIiLSLq1fTFYul2Ps2LF49dVXsX79euTk5GD27NmYO3cuvvnmmzLt4+LisGnTJvj5+Wm7VBLQytfawkymDxWAyJvJOBOfB7lZKjo420IiFgldHhERERHVYVoPSQkJCXB3d8ekSZMgkUgglUoxbNgwzJo1q0zbe/fuITMzEx4eHtoukwRmYSTFvriHWLjrMh5m/ruAw+kzcDCXYUGwB/p4OghbIBERERHVWVoPSc2bN8fGjRs1tu3fvx+tWrUq0zY2NhbGxsYIDQ1FbGwsbGxsMHr0aISEhFT5eRUKxXPXTNq3/9IjTPq/81A9sf1RphwTwqKx5o226N3KXpDaqO4reb/g+wZpA/sbaRv7HGmTrvW3ytah9ZBUmkqlwooVK3D48GGEhYWV2V9QUIC2bdsiNDQUrq6uOH36NKZMmQJjY2P07du3Ss8VGxtbXWVTDVOoVJj/Z3KZgARAvW3+jouwKXgIiYhT76jm8H2DtIn9jbSNfY60qbb1N8FCUnZ2Nt5//31cunQJYWFhcHNzK9Nm0KBBGDRokPp2QEAABg0ahL1791Y5JHl5eUEikbxo2aQFkbdSkZqX+NQ2qXlKFJo3Qfvm1lqqiuoThUKB2NhYvm+QVrC/kbaxz5E26Vp/K6nnWQQJSfHx8Xj77bfRsGFDhIeHw8rKqtx24eHhZUaNCgoKYGBgUOXnlEgkOnFg6NlSciq3ol1KTiGPKdUovm+QNrG/kbaxz5E21bb+pvUlwDMzMzFq1Ci0a9cOmzZtqjAgAcWjTZ988gkuX74MpVKJI0eOYPfu3Rg2bJgWKyZtszOVVWs7IiIiIqKq0PpI0vbt25GQkIC9e/di3759GvtiYmLg7e2NhQsXYuDAgRg1ahRyc3MxefJkpKamonHjxli8eDF8fHy0XTZpkZ+TFRzMZXiUKS/3vCQAkIgAT0czrdZFRERERPWD1kPSmDFjMGbMmAr3x8TEqP8tEokwceJETJw4URulkY6QiEVYEOyBCWHREAEaQank9sze7jCV6QtTIBERERHVaVqfbkdUGX08HbBuRDvYm2tOqbM3l+GbEe0woZuzetvvMQ9w+FqStkskIiIiojpK0CXAiZ6mj6cDennYI/JmMs7E/QNfzxbo4GwLifi/Zb//SXyM2b9dRIFCiSlBLpjWs4XGfiIiIiKiquJIEuk0iViEDs2t0aWJITo0ty4TgJpaG+FVn8ZQqYCVh25g9HdRSM3OF6haIiIiIqoLGJKoVjPQk+CTQZ5YMawtDPUlOH49BQNWnUB0fLrQpRERERFRLcWQRHXCIG9H/D6pM5rbGuNhphzD1kfg+1N3hC6LiIiIiGqhSoekXbt2Yfv27QCAlJQUjBgxAu3atcP777+PwsLKXfyTqCa52Zti5+QA9PdyQKFChfTcAqFLIiIiIqJaqFIh6ffff8dHH32E/Pzicz0WLVqEzMxMLFu2DImJiVi/fn2NFklUWSYGelj9hjfWDm+HKd1d1dtVqoquuEREREREpKlSISksLAxfffUVXn/9dRQUFODgwYOYMWMGgoKCMH/+fOzataum6ySqNJFIhH5eDupFHuSFCgxbH4k/zj8QuDIiIiIiqg0qtQT4nTt30KVLFwBAXFwcioqK4OvrCwBo1qwZkpJ4jRrSXWGRdxF1Jw1Rd9Jw7m465vVvCQM9idBlEREREZGOqtRIUumpShcuXICzszNMTEwAAOnp6dDT4+WWSHeN6eyEyUEuAIAfIu7i1fWReJCRJ3BVRERERKSrKhWSWrRogZMnTwIA9u/fj4CAAPW+EydOwNXVtaK7EglOIhZhZm83bBrlAzOZHi7cy8CAlcdx7J9koUsjIiIiIh1UqZA0duxYTJ06Ff3798f169cxfPhwAMCSJUuwcOFCjBgxokaLJKoOPVo2wJ9Tu8DT0QzpuYUY9V0Utp25J3RZRERERKRjKhWSevTogW+//RaDBw/Gtm3b0KhRIwDAxYsXMXv2bPTr169GiySqLo2tjBA+vhNe92sCc0N9dHKxFrokIiIiItIxlT6ZyMfHBz4+PhrbwsLCqr0gopom05dg0RAvTO/pigZmMvX2xCy5xm0iIiIiqp8qfTHZe/fuISYmBgCgUCiwcuVKjB8/Hr///ntN1UZUo0oHor+vJKLLksP4MeIOr6lEREREVM9VKiSdP38eAwYMwN69ewEAK1euRFhYGJycnLBy5Urs3r27RoskqmkHLiWioEiJ+X9cwvSt55FbUCR0SUREREQkkEqFpDVr1mDKlCmYO3cuVCoVfvnlF7z33nuYPXs2vvzyS3z//fc1XSdRjfriFS980L8lJGIR/jifgJdXn8SNpGyhyyIiIiIiAVQqJF28eBEjR44EAFy/fh1ZWVkIDAwEALRu3Ro3b96suQqJtEAkEmFsl+b45Z0OsDM1wPWkbLy8+gR2X0wQujQiIiIi0rJKhaSCggIYGBgAKL6YrL29Pezs7AAARUWclkR1h28zK/w5tQs6NrdGToECk/8vBhfuZQhdFhERERFpUaVWt2vYsCFu3bqF5s2b4/jx4/D391fvi42NhaOjY40VSKRttqYG+PEtPyw7+A8eywvRprGF0CURERERkRZVKiQNGjQIU6dORfv27fH333/jhx9+AAAcPXoUS5YsQXBwcI0WSaRtehIxZvdx11jpLiU7H/88eoxOLjYCVkZERERENa1S0+3Gjh2LAQMG4OHDh/jss8/Qvn17AMD06dPRsmVLvPXWWzVaJJFQRCIRAEChVGHaLzEYvuk0Vv59HUollwknIiIiqqsqNZIkEokwfvz4MttPnjwJIyOjai+KSNcUKZVoZGEElSoVyw/+g+j4dHz1altYGkuFLo2IiIiIqlmlLyabk5ODCxcuaGwLCwtDVlZWtRdFpGsM9CRYHNIaS0Jaw0BPjCPXkjFg1QlcvJ8hdGlEREREVM0qFZJSU1MxePBgbN68Wb0tLS0NP/zwA4YNG4a0tLQaK5BIl7zq0xjbJ3ZCU2sjPMjIQ8i6CIRF3tU4d4mIiIiIardKhaRVq1bBw8MDX375pXqblZUVDh06hCZNmmDNmjU1ViCRrmnV0Bw7JwfgJY8GKFAosenEbcgLlUKXRURERETVpFIh6dixY3j//fchlWqefyGVSvH+++/j8OHDNVIcka4yN9TH+pHtMbefO9aNaAdDqUTokoiIiIiomlRq4YbMzEw0aNCg3H3NmjVDRkZGddZEVCuIRCK809VZY9tPp+/CykiKvl4OAlVFRERERC+qUiNJFhYWSExMLHdfYmIiTExMqrUootroUkImFvxxCRN+isYnuy+jUMEpeERERES1UaVCUmBgINavX1/uvg0bNqBDhw7VWhRRbeTWwBRvBTgBADaduI3Xv43Eo0y5wFURERERUVVVarrd+PHjMXDgQDx48AD9+/eHra0tkpKSsHfvXpw7dw7h4eE1XSeRztOTiPF+v5bwbmKJ9369gLN30zFg1XGsfM0bnVxshC6PiIiIiCqpUiNJdnZ22LZtG1QqFebMmYMxY8Zg3rx5EIlE2LZtG5o2bVrTdRLVGn087bFzSgDc7U2Rkl2AEZtO45ujN4Uui4iIiIgqqVIjSSEhIejevTtCQ0OxZs0aZGZmwsLCAnp6lbo7Ub3jZGOMHRM7Y/4fcQg/dx9ikdAVEREREVFlVSrlBAQE4NixY1izZg1sbW0RFBSE7t27w9/fv8yy4ERUzFAqwZchrRHcpiG6uv433U6hVEHC1ERERESksyoVkqZPnw4AyM7ORmRkJCIiIvDZZ58hKSkJnTt3Rvfu3TF48OCarJOoVhKJRAhsYau+nZ1fhGHrIzCyQ1MM820MkYhhiYiIiEjXVGm+nImJCXr27ImePXsiIyMDf/zxB77//nv89ddfDElElfBLVDwuJWRhzvZYnL2bjk9e9uSFaImIiIh0TJVC0u3bt/HXX3/h77//RlxcHFxdXTFo0CD06NGjpuojqlP+19kJBQollu6/hvBz9xH3IBPfjGiPZjbGQpdGRERERP+qVEj66quvcPDgQdy7dw++vr4YMGAAli9fjoYNG9Z0fUR1ilgswsRuLmjb2AJTf47B1UePEbzqBJa+2ga9W9kLXR4RERERoZJLgK9fvx4WFhb46aefsHnzZowYMeKFAtLVq1cxZswY+Pn5oXPnzpg1axbS0tLKbXv06FEEBwejbdu26Nu3Lw4fPvzcz0ukKzo52+DPqV3g28wSj/OLMO7Hc/g5Kl7osoiIiIgIlQxJixcvho2NDUaPHo2+ffti6dKliImJea4nlMvlGDt2LLy9vXHixAns3r0bGRkZmDt3bpm2d+7cwZQpUzBt2jScPXsWU6ZMwfTp05GYmPhcz02kSxqYyfB/b3fA212cYGtqgB7udkKXRERERESoZEh6+eWXsXLlSkRGRmLWrFnIyMjA5MmT0blzZ3zwwQdVGt1JSEiAu7s7Jk2aBKlUCktLSwwbNgxnzpwp03bHjh3w8fFBz549oaenh379+sHX1xdbt26t/Csk0mH6EjHm9ffAwdCusDOTqbffTc0RsCoiIiKi+q1KCzdIpVIEBQUhKCgICoUCv//+O7755hv89ttvuHLlSqUeo3nz5ti4caPGtv3796NVq1Zl2t64cQMtWrTQ2Obi4oKrV69WpWwAgEKhqPJ9SDeUHLu6fAxNDSTq17fr4kO8++tFvNvLFe90ceIy4QKoD32OdAf7G2kb+xxpk671t8rWUeXV7SIjIxEZGYmoqCiIxWJ06dIFM2bMeK4iVSoVVqxYgcOHDyMsLKzM/pycHBgaGmpsk8lkyM3NrfJzxcbGPleNpDvqyzHcG50JhVKFJfv/weHYu5jiaw5jaaUGfama1Zc+R7qB/Y20jX2OtKm29bdKhaT33nsPUVFRSE5Ohru7O7p164a33noLXl5ez/0td3Z2Nt5//31cunQJYWFhcHNzK9PG0NAQcrlcY5tcLoexcdWXS/by8oJEwuvR1EYKhQKxsbH15hiuaaPCL2fu4+Pdl3EmIR8fHM/GmtfbwqOhmdCl1Rv1rc+RsNjfSNvY50ibdK2/ldTzLJUKSXl5eZgyZQoCAwNha2v7wsXFx8fj7bffRsOGDREeHg4rK6ty27Vo0QKXLl3S2Hbjxg14enpW+TklEolOHBh6fvXpGI7o2AytG1tgQlg04tNyEbI+Ep+87IlXfRsLXVq9Up/6HAmP/Y20jX2OtKm29bdKzeFZvXo1QkJCqiUgZWZmYtSoUWjXrh02bdpUYUACgIEDByIqKgp79uxBUVER9uzZg6ioKLz88ssvXAeRrmvdyAJ/Tg1AkJst8ouUmPXbRcTezxS6LCIiIqI6r0rnJFWH7du3IyEhAXv37sW+ffs09sXExMDb2xsLFy7EwIED4ezsjDVr1mDp0qWYN28eHB0dsWrVKjg5OWm7bCJBWBhJsWmUL9YeuYHsfAW8GpkLXRIRERFRnaf1kDRmzBiMGTOmwv1PXn+pS5cu6NKlS02XRaSzxGIRJnd31dj2MDMPlx5koadHA4GqIiIiIqq7uGQWUS1TUKTEpJ+iMfaHs/hi71UUKZRCl0RERERUpzAkEdVCbRpbAAC+OXoTIzadRtJj+dPvQERERESVxpBEVMtI9cRYENwKq9/whrFUgshbaRiw8gSibqcJXRoRERFRncCQRFRLDWjdEH9MDoCrnQmSHufj9Q2R2HDsFlQqFRRKFSJupuKP8w8QcTMVCqVK6HKJiIiIag2tL9xARNXHxc4Ev0/qjLk7YvHH+QT8Fn0fDcwMsGjvVTzM/G8KnoO5DAuCPdDH00HAaomIiIhqB4YkolrO2EAPK4a1hW8zKxQplZj2y3k8OW70KFOOCWHRWDeiHYMSERER0TNwuh1RHSASifC6XxOsP3qrTEACoN62cNdlTr0jIiIiegaGJKI6Iup2msYUuyepADzMlHOBByIiIqJnYEgiqiMquww4lwsnIiIiejqGJKI6ws5UVq3tiIiIiOorhiSiOsLPyQoO5jKIntJGBKCwSKmtkoiIiIhqJYYkojpCIhZhQbAHAFQYlFQAbqfmaK0mIiIiotqIS4AT1SF9PB2wbkQ7LNx1ucx1kt7v645ChQpD2jkKWCERERGR7mNIIqpj+ng6oJeHPaJupyHpsRx2pjL4OVlBItYcX8rMLcTne67g/X7usDCSClQtERERke5hSCKqgyRiETo6Wz+1zazfLmD/pUScvp2KjaN84WJnoqXqiIiIiHQbz0kiqqem92wBRwtD3EnNxeC1J3H0n2ShSyIiIiLSCQxJRPVUSwcz/DG5M3yaWuKxvAhjvovC5hO3oVKphC6NiIiISFAMSUT1mI2JAX562x8h7RtBqQI+3n0Zc3fEoVDBZcKJiIio/mJIIqrnDPQk+DKkNeb1awmRCDj2TzKy8gqFLouIiIhIMFy4gYggEonwdtfmcLYzhoO5IaxNDIQuiYiIiEgwDElEpNbdvYHG7d9jHsDcUB9B7nYCVURERESkfQxJRFSuuAeZmBV+EUVKJeb2a4m3ApwgEomefUciIiKiWo7nJBFRuVo0MMVgb0coVcCnf17BnN9iUVDEBR2IiIio7mNIIqJySfXE+OIVL8wf4AGxCNh69h5GbDyN1Ox8oUsjIiIiqlEMSURUIZFIhLcCnLBptC9MDfQQdScNL685iWuPHgtdGhEREVGNYUgiomcKcrPDjkmd0MTKCPfT83Dw8iOhSyIiIiKqMVy4gYgqxcXOFH9M6oz/i4rHhEBnocshIiIiqjEcSSKiSrM0lmJSkAvE4uJV7vIKFFj593XkFykEroyIiIio+jAkEdFzm7P9IpYf/AfDN5xGChd0ICIiojqCIYmIntuQdo1gKtPD2bvpeHn1SVx5mCV0SUREREQvjCGJiJ5bYAtb7JjYGc2sjfAgIw8h607h4OVEocsiIiIieiEMSUT0QlzsTPD7pM7o5GyNnAIF3vnxLNYduQmVSiV0aURERETPhSGJiF6YhZEU3//PDyM6NIFKBWw8fgupOQVCl0VERET0XLgEOBFVC32JGJ8O8oJbA1O4O5jBxsRA6JKIiIiIngtDEhFVq5Edm2ncPnItCXamMng0NBOmICIiIqIq4nQ7Iqox1x49xqSfohHyzSnsv/RI6HKIiIiIKoUhiYhqjL2ZDN5NLJFboMC4H89hzeEbXNCBiIiIdB5DEhHVGHMjfWwZ44tRHZsCAL7cfw2hW89DXqgQuDIiIiKiijEkEVGN0pOIsfBlT3w6yBMSsQi/n0/Aa99GIumxXOjSiIiIiMolaEhKS0tDr169cPr06QrbjB07Fl5eXvD29lb/HDt2TItVElF1GNGhKX78nx/MDfVx/l4Gfoy4K3RJREREROUSbHW7c+fOYc6cOYiPj39qu7i4OGzatAl+fn5aqoyIakonFxv8MakzNhy/hWk9XIUuh4iIiKhcgowk7dixAzNnzkRoaOhT2927dw+ZmZnw8PDQUmVEVNOa2Rjjs8Fe0JMUv/0UKpT47dx9LuhAREREOkOQkaSAgAAEBwdDT0/vqUEpNjYWxsbGCA0NRWxsLGxsbDB69GiEhIRU+TkVCp4oXluVHDsew7pp4c7LCDsdj8PXErF4iBdk+hKhS2KfI61ifyNtY58jbdK1/lbZOgQJSba2tpVqV1BQgLZt2yI0NBSurq44ffo0pkyZAmNjY/Tt27dKzxkbG/s8pZIO4TGsm0yKciERAbsvPsLVe6mY3dkCVobCByWAfY60i/2NtI19jrSptvU3wc5JqoxBgwZh0KBB6tsBAQEYNGgQ9u7dW+WQ5OXlBYlENz54UdUoFArExsbyGNZRbdsCXb3TMOn/YnAjvRAfHM3CNyPaoXUjc8FqYp8jbWJ/I21jnyNt0rX+VlLPs+h0SAoPDy8zalRQUAADA4MqP5ZEItGJA0PPj8ew7urkYos/JgXgre/P4HpSNl7feBpLh7bBgNYNBa2LfY60if2NtI19jrSptvU3nb5OUnZ2Nj755BNcvnwZSqUSR44cwe7duzFs2DChSyOiatbE2gjbJ3ZCkJst5IVKvP9bLNJyCoQui4iIiOohnRtJ8vb2xsKFCzFw4ECMGjUKubm5mDx5MlJTU9G4cWMsXrwYPj4+QpdJRDXAVKaPjaN88cXeK+jQ3BpWxlKhSyIiIqJ6SPCQdO3aNY3bMTEx6n+LRCJMnDgREydO1HZZRCQQiViEef01l/0/fy8D9mYy2JvLBKqKiIiI6hOdnm5HRHQvLRf/23IGA1efwIV7GUKXQ0RERPUAQxIR6TxbEwMkPc7Hq+sjsPNCgtDlEBERUR3HkEREOq2xlRHCJ3RED3c75BcpMfXnGCw7cA1KpUro0oiIiKiOYkgiIp1nKtPHt2/6YFzX5gCAVYduYNL/RSO3oEjgyoiIiKguYkgiolpBIhbh/X4t8WVIa0glYuyNe4S1h28KXRYRERHVQYKvbkdEVBVDfRrDycYYa4/cxOTuLkKXQ0RERHUQR5KIqNbxaWaFzaN9IdMvvnK3UqlC5K1UgasiIiKiuoIhiYhqvRV/X8dr30Ziyb6rXNCBiIiIXhhDEhHVaiqVCgqlEgCw9shNjA87h5x8LuhAREREz48hiYhqNZFIhPd6u2P5q20glYhx4HIiXll3CvfTc4UujYiIiGophiQiqhOGtGuEn9/pABsTKa4+eoxBa07i3N00ocsiIiKiWoghiYjqjPZNLfHH5AC0dDBDSnYBRm8+g8zcQqHLIiIiolqGS4ATUZ3iaGGI8PEd8e62C+jl0QDmRvpCl0RERES1DEMSEdU5xgZ6WDeiHUQikXrbreRs2JnJYGLAtz0iIiJ6Ok63I6I6qXRASn6cjxEbTyNk3SncS+OCDkRERPR0DElEVOclP85HoVKlXtDhzB0u6EBEREQVY0giojrPo6EZdk7uDE9HM6TmFOCNDZH49ew9ocsiIiIiHcWQRET1goO5IbaN64h+XvYoVKjwXvhFfPbnZSiUKqFLIyIiIh3DkERE9YaRVA+rX2+HqT1cAQAbjt/G6kM3BK6KiIiIdA2XeSKiekUsFmFGrxZwtTPBN0dvYnTnZhr7FUoVIm+l4kx8HuRmqejgbAuJWFT+gxEREVGdxJBERPVScJuG6OfloA5AKpUK30fcwfqjt/AwU17c6PQZOJjLsCDYA308HQSsloiIiLSJ0+2IqN4qPUI0+7eL+Gjn5f8C0r8eZcoxISwa++Iears8IiIiEghDEhHVe0UKJXZeSCh3X8myDgt3cZEHIiKi+oIhiYjqvTN30iEvVFa4XwXgYaYcUbd5fSUiIqL6gOckEVG9l/RY/uxG/7Y7cycN7267AGdbYzjbmqC5rUnxv+1MYG0shUjERR6IiIhqO4YkIqr37ExllW53PTEb8Wm5iE/LxeFryRr7zQ31sfgVL/UiD+k5BUjNKUBTayPoSzhwT0REVFswJBFRvefnZAUHcxkeZcpR3llHIgD25jL4OVnBw8EMzW2NcTM5G7eSc3AzORs3k7NxPz0PmXmFMDeUqu938EoiZoVfhEQsQlMro+JRJztjONsU/7elgxmMpHwbJiIi0jX8vzMR1XsSsQgLgj0wISwaIkAjKJVMnlsQ7AGJWARzI310aG6NDs2tNR5DXqjA7ZQcNLU2Um/LyS+CsVSCnAIFbqXk4FZKDv668t99fnzLD11cbQEA0fHpOHsnDc62JnC2NUEjS0PocfSJiIhIEAxJREQA+ng6YN2Idli4S3MZcPtKXidJpi9BSwczjW1jOjthdKdmSMzKV4843UzKxq2UHNxMykZzWxN120NXkrD68A31bX2JCM2si897crYzxsgOzWBvXrlpgURERPRiGJKIiP7Vx9MBvTzsEXkzGWfi/oGvZwt0cLbVuJ5SVYlEItiby2BvLkNnF5sK27k7mKJ/awfcTMrG7ZQc5BcpcT0pG9eTsoFLwDCfJuq2m0/cxoHLj9SjTs3/XUTC0cIQ4heolYiIiIoxJBERlSIRi9ChuTVkWYZo29z6hQJSVQxo3RADWjcEACiVKjzIyFOf93QrJRuOlobqtjH3MhB5Kw2RtzSXJDfQE8PJxhg/vOWnXowiJTsfhvoSGBvw7Z6IiKiy+H9NIiIdIxaL0NjKCI2tjNDNrez+yUEuCHKz/Xf6XnGIupOSi/wiJW4kZcPS6L/FIz7/8wq2xzxAQ3OZxnLlzf9dPMLeTFYty5YrlCpE3U5D0mM57EyLF7nQVsAkIiKqbgxJRES1jJu9KdzsTTW2FSmUuJ+eh4SMPI3lxpOz8wEACZlyJGTKceJGinqfWARc+aQPDPQkAIC/LidCXqSAs60JnGyMIdOXVKqefXEPy5zL5VDJc7mIiIh0EUMSEVEdoCcRo5mNMZrZGGts//Etf6TnFOBWSjZulixZ/u/oEwB1QAKAdUdv4tzddACASAQ4Whiqz3tysTPB636Ny4w67Yt7iAlh0WWWTn+UKceEsGisG9GOQYmIiGodhiQiojrO0liK9sZWaN/USmO7UqkZbdo0soBKpcKNpGxkyYtwPz0P99PzcPSfZDhaGOIN//8Wj/jg91jk5Bfh4OWkcq8tpULx8ukLd11GLw97Tr0jIqJahSGJiKieenIlvA+DPQAAKpUKqTkF/10sNykbhlLNqXf74hKR8u9UvoqoADzMlCPqdho6Ols/tS0REZEuYUgiIiINIpEINiYGsDExgJ+TVZn9KpUKn7zcCrsvJuDP2EfPfLwj15Lgbm8KS2PpM9sSERHpAoYkIiKqEpFIhL5eDrAwklYqJK0/dgsbjt+CdxNLdHe3Q5CbHVo6mFbLqnpEREQ1QfzsJjUnLS0NvXr1wunTpytsc/ToUQQHB6Nt27bo27cvDh8+rMUKiYioIn5OVnAwl6GiqCMCYGMihVsDEyhVwLm76fhy/zX0W3kcnb44hPe3x+LCvQwtVkxERFQ5goWkc+fOYdiwYYiPj6+wzZ07dzBlyhRMmzYNZ8+exZQpUzB9+nQkJiZqsVIiIiqPRCzCgn/PY3oyKJXc/nSQJ/aHBuLknO74dJAnerjbQaYvxsNMOX6Oisf1pGz1fVKz8xGfmqud4omIiJ5CkJC0Y8cOzJw5E6Ghoc9s5+Pjg549e0JPTw/9+vWDr68vtm7dqqVKiYjoafp4OmDdiHawN5dpbLc3l2ks/+1oYYgRHZpi02hfnP/wJXw3xhdvdmyKbm626vv8Fn0fXb88jB7LjuDT3Zdx6kYKCoqUWn09REREgEDnJAUEBCA4OBh6enpPDUo3btxAixYtNLa5uLjg6tWrVX5OhUJR5fuQbig5djyGpC3sc1XTq6UdurvZ4sydNCQ9zoedqQF8m1lBIhaV+zvUFwNdXazR1aV4xbuSNo8y8yARi/69ntNtbDxxGyYGEgS42CDIzRYDWjtU+gK3tQn7G2kb+xxpk671t8rWIUhIsrW1fXYjADk5OTA0NNTYJpPJkJtb9ekYsbGxVb4P6RYeQ9I29rmqkQFoAgBZQOzFe1W+f/+GQLdgW1xILMC5h3JEPypAVr4C+y4l4tCVRDRWJcNAr3giX3qeAuYyMcR1aPEH9jfSNvY50qba1t90enU7Q0NDyOVyjW1yuRzGxsYV3KNiXl5ekEjq3jeQ9YFCoUBsbCyPIWkN+5ywOv/7X6VShdgHmTh8LRm5BQr4+7ir2/RdeQJpOQUIbGGLIDdbBLjYwFSm0/9LqxD7G2kb+xxpk671t5J6nkWn/4/SokULXLp0SWPbjRs34OnpWeXHkkgkOnFg6PnxGJK2sc8JSyIB2jWzRrtmmheizcgtQEKGHNn5Rfgt+gF+i34APbEIvs2s0N3dDj09GsDJpupfpgmN/Y20jX2OtKm29TdBlwB/loEDByIqKgp79uxBUVER9uzZg6ioKLz88stCl0ZERAKxMJIien4v/DTWH28FOKG5rTGKlCpE3ErFZ3uuYPWhG+q2SqUK8kLdmAdPRES1h86NJHl7e2PhwoUYOHAgnJ2dsWbNGixduhTz5s2Do6MjVq1aBScnJ6HLJCIiAUn1xOjsYoPOLjaYP8ADd1JycPhaEg5dTcJLrRqo211KyMKr6yPQ2cWm+EK27rZwMDd8yiMTERHpQEi6du2axu2YmBiN2126dEGXLl20WRIREdUyzWyMMcbGCWM6a36JdvJmCvIKFfjrSiL+ulJ8jb2WDmbo7m6L7u52aNvYEhJx3Vn8gYiIqofgIYmIiKimjOvaHF1cbXD4avEoU8y9DFx5mIUrD7Ow5vBN/Px2B3R0Lj7nSaVSQVSHVssjIqLnx5BERER1lkgkQquG5mjV0ByTu7siNTsfR/9JxqGrSTh/LwM+zSzVbT/ZfQWxDzIQ5G6HIDc7uNubMjQREdVTDElERFRvWJsYYEi7RhjSrlGZkaO/riQiPi0XZ+6kY8m+a2hoLkM3dzt0d7NDJxdrGEn5v0wiovqC7/hERFQvPTlK9H9v++PwtWQcvpqEkzdSkJApx/+djsf/nY5Hc1tjHHq3mzCFEhGR1jEkERERAWhkaYSRHZpiZIemkBcqEHEzFYf+PZepk/N/12oqUijx6voI+DSzQpCbHXyaWUJfotNX1CAioipiSCIiInqCTF9SfG6Sux0+VqmQX6RU74uOz1D/fHvsFkxleujqaosgdzt0c7OFjYmBgJUTEVF14FdfRERETyESiSDT/+8q8S0dTLHqdW8MaecIa2MpHsuL8GfsQ8z89QJ8P/sLP0berfRjK5QqRN5KxfH4PETeSoVCqaqJl0BERFXEkSQiIqIqMJXpI7hNQwS3aQiFUoWL9zOKlxi/loS4B1nwcjRXtz32TzJ2XUhAd3c7BLjawFSmr963L+4hFu66jIeZ8uINp8/AwVyGBcEe6OPpoO2XRUREpTAkERERPSeJWATvJpbwbmKJGS+5ITFLDttS0+3+vPgQv567j1/P3Ye+RATfZlbo7m4HPYkIC3dexpPjRo8y5ZgQFo11I9oxKBERCYghiYiIqJo0MJNp3A7xaQRjAz0cvpaE2yk5OHUzFaduplZ4fxUAEYCFuy6jl4c9JGJep4mISAgMSURERDXEt5kVfJtZ4cNgD9xOycGhq0nYEX0fcQlZFd5HBeBhphxf7L2Czi42cLQwREMLQxgb8H/ZRETawndcIiIiLXCyMcZbAU6wMZFi2i/nn9l+w/Hb2HD8NgCgRQMTHAgNVO9b9fd1SCQidYBqaGGIBqYG0ONS5ERE1YIhiYiISIvsTGXPbgTAu7EF8goVSMjIg4O5oca+DcdvIUtepLFNLALszWTo0Nway4e1VW8/dTMF5ob6cLQwhLmhfpmL6BIRUVkMSURERFrk52QFB3MZHmXKyyzcABSfk2RvLkP4hE7qc5IKSl2nSaFU4c2OzZCQkYeEzDwkZMjxMDMPhQoVEjLlSM0p0Hi88T+eUwcqI6kEDuYyNLQwhKOFIVo3ssAb/k3UbQsVSl4Yl4gIDElERERaJRGLsCDYAxPCoiECNIJSyRjPgmAPjUUbpHpijfvP7O2m8ZhKpQop2flIyJRDUmqkKL9IgabWxniYmYeU7ALkFihwMzkHN5NzAACPsuQaIcn3s7+gJxbD0aI4SDmYG6KhhQyOFoZobmsCN3vTavs9EBHpMoYkIiIiLevj6YB1I9ppXicJxSNIz3OdJLFYBDszGeyeWF3PQE+CXVMCAADyQgUeZsqRkJGHBxl5eJghR2Or/6bxZecXISO3EACQkp2PC/czNR6rm5sttozxU99+a8sZWBhJ/wtUFoZwtJDBwVw7i0wolCpE3U5D0mM57Exl8HOy4mqARFRtGJKIiIgE0MfTAb087BF5Mxln4v6Br2cLdHC2rbEP+jJ9CZxsjOFkY1zufmOpBNHzexVP4yv5yZT/G6jy4OFgpm6bnV+Ev68mVfhc/bzssXZ4e/XtjcdvwdbUQL3QhN0LLjJR5kK8AC/ES0TViiGJiIhIIBKxCB2aW0OWZYi2za0FHQkRiUSwMpbCylgKT0fzp7bVE4uwYljbf8+JKj4vqmSE6rG8COaGUnXbx/JCfPrnFY37lywy0dDCED09GmB8oLN635WHWWhobggzQ71yF5nYF/cQE8KieSFeIqpRDElERERUJTJ9CQZ5O5a777G8EIWK/yJMQZESg70d1QtNPMyQo0hZvMhEQqYcLUqd55SdX4S+Xx8HUDyyVXoaX0NzQ7RtbIGFuy6Xu+AFL8RLRNWJIYmIiIiqjalMX+O2tYkBviq1JLni30UmSs6Lamjx33lUadkFsDKWIi2nADkFClxPysb1pGz1/h4t7TSm2D2p5EK8UbfT0NHZutpeExHVPwxJREREpDUSsQgNzGRoYCYDmmjua2JthOj5vZBXoMDDzP+m8ZVM65PpSyr1HKsPXwcABiUiem4MSURERKRTDKUSNLc1QXNbE43tETdT8UPE3Wfe/+SNVHRxtVWHpMQsObZHP0C7JhZo3cgChtLKhS0iqr8YkoiIiKhWeNaFeAHA0kgfg70d0cXVRr0t8lYqFu+7CqB40QmPhmZo18QS7Zpaol0TCzhaGJa7SAQR1V+8rDYRERHVCiUX4gX+u/BuCdG/P4uGeOHD4FZo1fC/FfpsTQzQ19MedqYGKFKqcPF+JracuoOpP8cgYPFhHLicqG77WF6I/CJFzb8YItJpHEkiIiKiWuN5LsTbycUGnVxsoFKp8CAjD+fupiMmPgPn7qbj8sMstGlkoW675eQdrDp0A56OZmjf1FI94tTgiQv1ElHdxpBEREREtUrJhXijbqch6bEcdqYy+DlZPXPZb5FIhEaWRmhkaYSX2xYvYZ5XoNA4R+la4mMUKJSIjs9AdHwGgNsAAEcLQ7RraomPB7aCpbG0nEcnorqEIYmIiIhqHYlYVC2r1z25iMOq173xXm83nLubjuj4dJy7m4Frj7LwICMPaTkF+OrVNuq264/eRHpuIdo1sUC7ppawMTF44XqISDcwJBERERH9SyQSoam1MZpaG2NIu0YAii9ye+FeBh5myqEn+e907m1n7+Fmco76dlNrI/X0vPZNLOHR0Ezr9RNR9WBIIiIiInoKEwM9dHax0dimUqkwLtAZ0XfTce5uOq4nZeNuai7upuZiR8wDONsa4+93u6nbR8eno7mNMSyMOFWPqDZgSCIiIiKqIpFIhFd9GuNVn8YAgMzcQsTcSy8+l+luOlzs/rvGU5FCieEbTiOvUAFnW2ONBSFcbE0gfsa5VESkfQxJRERERC/I3Egf3dzs0M3Nrsy+xMf5cDCX4VZKDm4mF/9sO3sfAGAm08Pozk6Y0auFtksmoqdgSCIiIiKqQY4Whjg0sxvScgoQE1+yIEQ6LtzLRJa8CPqlRpIeZcox+rsoeDex/HfEyQJONsa82C2RljEkEREREWmBlbEUPVo2QI+WDQAUT8O7+ugxrEotKR4dn46rjx7j6qPH+DkqHgBgaaSvnp7Xx9MezrYm5T4+EVUfhiQiIiIiAehJxPB0NNfY1snZGt+MaI+Yf0ebLj7IRHpuIf6+moS/ryahkaWhOiTdTsnBhXsZaN/UEo0sDSs12qRQqhB5KxVn4vMgN0tFB2fbZ15fiqg+YkgiIiIi0hEWRlL08bRHH097AEBBkRKXEjLVC0L4NLNSt91/6RG+2HsVAGBjYoD2TS3UI05ejuaQ6WteA2pf3EMs3HUZDzPlxRtOn4GDuQwLgj3Qx9NBOy+QqJZgSCIiIiLSUVI9MbybWMK7iSXeCnDS2GdlJEWbxha4nJCJlOx87L+UiP2XEgEA+hIRdk0JgLt98bWadl1IwNSfY6B64vEfZcoxISwa60a0Y1AiKoUhiYiIiKgWetW3MV71bQx5oQKxDzIRfbdkUYgMZMkL4WRjDKB4it3s3y6WCUgA1NsW7rqMXh72nHpH9C+GJCIiIqJaTKYvgW8zK/j+OxVPpVIh+XE+DPSKp9tF3U5DboHiqY/xMFOOqNtp6OhsjQlh53D2bjpMDPRgbCCBkVTv33/rwcRAgs8He6nPfzpxPQWpOfkwlurByEBSqp0ejKTFt+vCynwKpQpRt9OQ9FgOO1MZ/JysGCjrOIYkIiIiojpEJBLBzkymvp30WF6p+5W0S36cr/55kqG+BIuGtFbf3njiFo5cS67wMW981hd6kuIw8enuy4i8naoRuoylkuL/GuhhUpCzOthdeZiF9NyCUu2KA5uxVE/rF98tcy4XwHO56gFBQlJqairmz5+PqKgoSCQSDBw4ELNnz4aeXtlyxo4di9OnT2vs+/rrr9G1a1dtlkxERERUK9mZyp7dqFS7la97Iz23ALkFCmTnFyHn35/sfAVUKs1Je60amqFQoUR2vqJUu+L/SvXE0JOI1W1vpeQg7kFWhc8/tbuL+t/rjtzEzgsJ5bYzkkoQMacHzI30AQAbj9/CyRsppUawike8SsLXkHaOMJIWf458mJmHnHxFceD6N3w9bURoX9xDTAiL5rlc9ZAgIWn69Olo0KABjh8/jpSUFEyYMAFbtmzB2LFjy7SNi4vDpk2b4OfnJ0ClRERERLWbn5MVHMxleJQpL/e8JBEAe/PiKWQA0NDCEA0tDCv12O/1di93u0qlQn6RUmPbrD5uGNmxqTpM5fwbrLILipBfqNQIVA3MDOBqZ/Jf6CpQQKEsrj63QAFD6X8r98U9yMThp4xm9fNygNG/l6Jac/gGwiLjNfYb6kvUUwl/fqcDHMyLX/uO6PuYuyOuwnO5ROC5XHWZ1kPS3bt3ERUVhWPHjsHQ0BCNGzfGxIkT8eWXX5YJSffu3UNmZiY8PDy0XSYRERFRnSARi7Ag2AMTwqIhAjQ+9Jd8tF8Q7FGtH/RFIlGZJcjd7c3Uq+09y7z+HpjX/7/bJaGr9ChViREdmqKTs416X3ZB8X9z84tHwowN/qtDXyKGmUxPI3TlFSqQV6hASnbx/hJ7Yh8hr7Dic7lU+O9cLoVShWuJj9HUyghNrY3Q2MqozOun2kXrIen69euwsLBAgwYN1NucnZ2RkJCArKwsmJn998cTGxsLY2NjhIaGIjY2FjY2Nhg9ejRCQkKq/LwKxdNPWCTdVXLseAxJW9jnSJvY30gberW0w5o32uLj3VfwKOu/c43szWWY398dvVra6Xwf1BcDloZ6sDTU06jVu7E5vBubP+We//19fdDPHR/0c4dKpUJBkRLZBQqNkS1TqVjd1tnWCAevPLuuR5m5iLyVhq1n72tsb2BqgCbWRmhsaYg5fd1hbVw8nJVfpIRUIqoTC1pUhq69x1W2Dq2HpJycHBgaag7hltzOzc3VCEkFBQVo27YtQkND4erqitOnT2PKlCkwNjZG3759q/S8sbGxL148CYrHkLSNfY60if2NaloDACtfssCV5AKky5WwlInR0lYKSeEjnD//SOjyBKcHIC7jv9sOorILV5QnK/EerKBAx0YGSMxW4FGOArmFKiQ+zkfi43ycuZOOIc2KYPjv6Nf6c5k4Hi9HA2MJGphI0MBYAnsTPdj/+287YwnEdTBA1bb3OK2HJCMjI+Tl5WlsK7ltbGyssX3QoEEYNGiQ+nZAQAAGDRqEvXv3VjkkeXl5QSLhsGdtpFAoEBsby2NIWsM+R9rE/kba1pZ9rlK8lCqsizmCxKz8p57L9XpPP42piiqVChl5hbiXloe7ablIzJKjo89/FwLOiT6DvKI83Mkswp3MojKPe35+T5jKij+i77yQgEdZ+WhqZYjGlkZoYm0EE4PatTi1rr3HldTzLFr/Lbu6uiIjIwMpKSmwsbEBANy8eRP29vYwNTXVaBseHl5m1KigoAAGBgZVfl6JRKITB4aeH48haRv7HGkT+xtpG/vc00kkwEcDWz3zXC6pftmP0zamerAxNYR3U6sy+zaN9sX99FzEp+Xibmrxz720XNxNy0VufhEsjP/7nLs9JgHHr6do3N/KWIom/577tHRoG/V5VNn5RTDSl2h9ifTKqm39TeshqVmzZmjfvj0+//xzfPzxx0hPT8fatWvLPc8oOzsby5cvR9OmTeHu7o5jx45h9+7d2LRpk7bLJiIiIqJ6po+nA9aNaFfmOkn2L3CdJJm+BC52pnCxMy2z78kl1ru728HSSIr4tOJQlZZToP65k5qjsdDEpJ+iEXkrVR2gGlsZ/buQhDEaWxnB2da43pwHVR0EGa9buXIlPv74Y/To0QNisRiDBg3CxIkTAQDe3t5YuHAhBg4ciFGjRiE3NxeTJ09GamoqGjdujMWLF8PHx0eIsomIiIionunj6YBeHvaIup2GpMdy2JkWL5deE8t+PxlixnR2wpjO/91+LC8sDkypucgp0FyA4H56LvKLlLielI3rSdka+8xkerj4UW/17U0nbiOvoAhNrI3R1MoITayMYGGkX+0hSqFUIfJWKs7E50FulooOzra1Zrl0QUKSjY0NVq5cWe6+mJgY9b9FIhEmTpyoDlBERERERNomEYvQ0dla6DJgKtNHq4bmaNWw7Gp++6Z3RUJGnnoaX0mYupuWC3NDzY/8P52+i1vJOU88th6aWhvBw8EMS0LaqLenZufDwkha5XCzL+6h5gjc6TNweIEROG2rXWd+ERERERFRGfoSMZpaG6OptTG6uD69bUj7RriRlF18LlRqLpIe5+OxvAhxD7LwxIw/DPs2EndTc9DIsvQUvuJ/N7cxhmuDstMG98U9xISw6DILXjzKlGNCWDTWjWin80GJIYmIiIiIqB6Z2M1F43ZegQL30osDU+kBI5VKhcQsOQoVKtxOycHtFM3RJw8HM+yZ1kV9+4u9V6EvEeGHiLvlrgioQvGiFwt3XUYvD3udnnrHkEREREREVI8ZSiVo0cAULZ4YFRKJRDj/4Ut4lCVHfGou4tNyilfkSytekc/d/r/2KpUK3528jfwi5VOfSwXgYaYcUbfTdGIKY0UYkoiIiIiIqFwSsQiOFoZwtDB8aqgpVKgwracrjv+TjIhbac983KTH8me2EZL42U2IiIiIiIgqJtUTY2I3F0zt0aJS7e1MZTVc0YthSCIiIiIiomrh52QFB3MZKjrbSATAwbx4GXVdxpBERERERETVQiIWYUGwBwCUCUoltxcEe+j0og0AQxIREREREVWjPp4OWDeiHezNNafU2ZvLasXy3wAXbiAiIiIiomrWx9MBvTzsEXkzGWfi/oGvZwt0cLbV+RGkEgxJRERERERU7SRiETo0t4YsyxBtm1vXmoAEcLodERERERGRBoYkIiIiIiKiUhiSiIiIiIiISmFIIiIiIiIiKoUhiYiIiIiIqBSGJCIiIiIiolIYkoiIiIiIiEphSCIiIiIiIiqFIYmIiIiIiKgUhiQiIiIiIqJS9IQuoKapVCoAgEKhELgSel4lx47HkLSFfY60if2NtI19jrRJ1/pbSR0lGaEiItWzWtRyBQUFiI2NFboMIiIiIiLSEV5eXpBKpRXur/MhSalUoqioCGKxGCKRSOhyiIiIiIhIICqVCkqlEnp6ehCLKz7zqM6HJCIiIiIioqrgwg1ERERERESlMCQRERERERGVwpBERERERERUCkMSERERERFRKQxJREREREREpTAkERERERERlcKQREREREREVApDEum0q1evYsyYMfDz80Pnzp0xa9YspKWlCV0W1XEKhQIjR47EnDlzhC6F6riMjAzMmjUL/v7+8PX1xcSJE5GUlCR0WVRHXbp0CcOHD4ePjw8CAgLw6aefoqCgQOiyqA5KS0tDr169cPr0afW2CxcuYOjQofD29kb37t3x66+/CljhszEkkc6Sy+UYO3YsvL29ceLECezevRsZGRmYO3eu0KVRHbd69WqcPXtW6DKoHpgyZQpyc3Nx8OBBHD58GBKJBPPnzxe6LKqDlEolxo0bh969eyMqKgrh4eE4ceIENmzYIHRpVMecO3cOw4YNQ3x8vHpbZmYm3nnnHQwaNAhnzpzBZ599hkWLFuHixYsCVvp0DEmksxISEuDu7o5JkyZBKpXC0tISw4YNw5kzZ4QujeqwiIgIHDhwAC+99JLQpVAdFxcXhwsXLuCLL76AmZkZTExM8Mknn2DmzJlCl0Z1UGZmJpKTk6FUKqFSqQAAYrEYhoaGAldGdcmOHTswc+ZMhIaGamw/cOAALCwsMHz4cOjp6aFjx44IDg7GTz/9JFClz8aQRDqrefPm2LhxIyQSiXrb/v370apVKwGrorosNTUV8+bNw7Jly/jBgWrcxYsX4eLigm3btqFXr14ICAjA4sWLYWtrK3RpVAdZWlpi9OjRWLx4Mby8vBAYGIhmzZph9OjRQpdGdUhAQAAOHjyIfv36aWy/fv06WrRoobHNxcUFV69e1WZ5VcKQRLWCSqXCV199hcOHD2PevHlCl0N1kFKpxHvvvYcxY8bA3d1d6HKoHsjMzMS1a9dw584d7NixA7///jsSExMxe/ZsoUujOkipVEImk2H+/Pk4f/48du/ejZs3b2LlypVCl0Z1iK2tLfT09Mpsz8nJKfPlo0wmQ25urrZKqzKGJNJ52dnZmDp1Knbt2oWwsDC4ubkJXRLVQevXr4dUKsXIkSOFLoXqCalUCgCYN28eTExMYGNjg+nTp+Po0aPIyckRuDqqaw4ePIj9+/fjjTfegFQqhaurKyZNmoSff/5Z6NKoHjA0NIRcLtfYJpfLYWxsLFBFz1Y26hHpkPj4eLz99tto2LAhwsPDYWVlJXRJVEf98ccfSEpKgo+PDwCo38z/+usvLuJANcLFxQVKpRKFhYUwMDAAUPxtPwD1OSNE1eXhw4dlVrLT09ODvr6+QBVRfdKiRQucPHlSY9uNGzfg6uoqUEXPxpEk0lmZmZkYNWoU2rVrh02bNjEgUY3at28foqOjcfbsWZw9exYDBgzAgAEDGJCoxnTq1AmNGzfG3LlzkZOTg7S0NHz11Vfo2bMnTExMhC6P6piAgAAkJyfjm2++gUKhwL1797Bu3ToEBwcLXRrVA7169UJKSgq2bNmCwsJCREZGYteuXXjllVeELq1CDEmks7Zv346EhATs3bsX7du3h7e3t/qHiKi209fXx48//giJRILevXujd+/esLe3x+effy50aVQHubi4YP369Th06BD8/f3x5ptvonv37mVWISOqCZaWlti8eTP27dsHf39/fPDBB/jggw/QoUMHoUurkEjFMX0iIiIiIiI1jiQRERERERGVwpBERERERERUCkMSERERERFRKQxJREREREREpTAkERERERERlcKQREREREREVApDEhERERERUSkMSURERAJKSkpCbm6u0GUQEVEpDElERPWYm5sb3nnnHTx5XfHt27eje/fuNfKc3bt3x/bt22vksStjz5496NixI9q3b4/Dhw+X2+bixYuYOnUqOnXqhHbt2qFv375Yv349ioqKAAD379+Hm5sb7t+//0K1pKSkoHfv3khLS3uhxyEiourFkEREVM8dPXoUGzduFLoMrfn111/Rv39/nDt3DkFBQWX279u3D2+++SZ8fX1x4MABnDt3DsuWLcOuXbvw7rvvVmstcrmco0hERDqIIYmIqJ4bOXIkvv76a0RHR5e7v7xRk1WrVmHkyJEAiked3njjDSxevBh+fn7o0KEDfvzxR2zbtg1BQUFo3749PvzwQ43HvHTpEoYMGQI/Pz+89dZbuHPnjnpffHw8xo8fD39/fwQFBeGrr75CQUGB+rmGDBmC//3vf/Dx8cGuXbvK1Jueno758+cjICAA/v7+GDdunPrxQ0JCEBkZiV9++QU9e/Ysc9/8/HwsWLAAkyZNwsiRI2FiYgKRSAQPDw8sXboUKpUKGRkZZe7n5uaG06dPq2+XHokrKirCRx99hM6dO8Pf3x9vvPEGzp07B4VCgQEDBgAABgwYgD179gAA/vzzTwQHB6N9+/YYMmQITpw4oXGs5syZg6CgIHTr1g3Z2dlYtWoVAgMD4efnh1deeQV///13uceRiIgqjyGJiKie69WrF4YNG4YZM2aUGwAq49y5c2jQoAEiIyMxdepULFq0CKdPn8aePXuwZcsWhIeH48yZM+r2f/31FxYtWoTjx4+jUaNGGDduHIqKipCbm4vRo0fD1dUVx44dw//93//h1KlTWLVqlfq+ly5dQnBwME6dOoVevXqVqWXq1KmIj4/Hjh07cPToUTRv3hyjR49GdnY2wsPD4ePjg3HjxuGvv/4qc9/o6GhkZGSow0tp7u7uWLlyJSwsLKr0u/njjz8QExODvXv34tSpU/D19cXChQshkUiwe/duAMDu3bvRr18/HD16FAsWLMCHH36IqKgoTJkyBVOmTMH169fVj3fq1Cn88ssv2LlzJ+Li4rB161b8+uuvOH36NIYOHYp58+ahsLCwSjUSEZEmhiQiIsLs2bNhZWWFOXPmlDk/qTKMjIwwatQoiMViBAQEQKFQ4K233oKhoSG8vLxgZ2eHBw8eqNv/73//g5ubGwwMDDBnzhzcv38fFy9exJEjR1BQUIAZM2bAwMAADg4OmDZtGn766Sf1ffX19fHyyy9DKpVCJpNp1HHv3j1ERUVh/vz5sLW1hUwmw8yZM1FUVISjR48+83WUnBtkY2NT5d9BRWQyGe7fv4/w8HDcvn0b06ZNw86dO8ttGxYWhtdffx2+vr6QSCQICgpC9+7d8csvv6jbdO3aFQ0aNICZmRkMDAyQmZmJbdu24fLlyxg6dCgiIiKgr69fbfUTEdVHekIXQEREwpNKpVixYgUGDx6MzZs3w9LSskr3t7CwgEgkAgCIxcXfv5mZman3i8ViKJVK9e1GjRqp/21oaAgLCwskJibiwYMHSEtLg6+vr3q/SqVCYWEhUlNTAQC2trbq53hSSkoKAKBx48bqbRKJBA4ODhohrSK2trYAgOTkZDRs2LDM/uTkZHWbyurfvz8KCwvx66+/Yvny5bC2tsb48ePx+uuvl2n74MEDREVF4eeff1ZvUygU6NChg/q2nZ2d+t/e3t5YtWoVfvzxR2zcuBEymQwjR47EhAkTKvwdERHRszEkERERAKBJkyb45JNPMGvWLAwZMkS9XSKRAIDGFK709HSN+5YEpMpKSkpS/zs7Oxvp6elwdHREUVERmjRpgn379mnsT01NhZWV1TOfy9HREUDxeU2urq4AikNGQkJCpcJN27ZtYWFhgT179mDs2LEa+65evYqXX34Zv/zyS5nHEovFFf5+bt++jVatWmHQoEGQy+XYt28fZs+eDR8fHxgaGmo8jr29PQYNGoR33nlHvS0hIUFjxKz0609ISIC1tTU2bdqEgoICREREYPLkyWjVqhW6dev2zNdLRETl49dMRESk1q9fP7zyyivYunWrepu1tTXMzc3x559/QqVS4dKlSxoh5nls3rwZt27dQl5eHj777DO0bNkSnp6eCAoKQk5ODjZu3IiCggJkZWVh9uzZCA0NrVQQs7OzQ2BgID799FMkJydDLpdj6dKlUCgU5a5k9ySpVIoPPvgAq1evxk8//YScnBwoFAqcPXsW06ZNQ+/eveHt7V3mfs7Ozti/fz+KiooQHx+P8PBw9b7Dhw9j8uTJuH//PmQyGSwsLKCnpwdTU1MYGBgAKA6CAPDqq6/ihx9+wMWLFwEAsbGxGDJkiPrcpSfFxsZi7NixuHr1KqRSKaytrQGgyiOBRESkiSNJRESkYe7cubhw4QKysrIAFAeHTz75BCtXrsSmTZvg6emJV199FefOnXvu5+jZsyfGjx+P9PR0+Pr6Yu3atRCLxTAxMcGWLVvwxRdfYOPGjVAqlfD398e6desq/dhLlizB0qVLMXjwYOTm5qJt27b4/vvvK73gQnBwMCwtLbF582asWrUK+fn5cHBwwCuvvIIxY8aUe58FCxZg0aJF8PPzQ7NmzRASEqI+j+rNN99EYmIiXnvtNWRnZ8PR0RFfffUV7O3toVKp1AtnzJkzB6+//jpyc3Mxd+5cJCQkwMLCAqNHj1avJPik3r17486dO5gwYQLS09NhbW2NuXPnok2bNpX+fRERUVki1fOcoUtERERERFRHcbodERERERFRKQxJREREREREpTAkERERERERlcKQREREREREVApDEhERERERUSkMSURERERERKUwJBEREREREZXCkERERERERFQKQxIREREREVEpDElERERERESlMCQRERERERGV8v/UVJBjYRNJugAAAABJRU5ErkJggg=="
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 3
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-07-15T06:04:09.294152Z",
     "start_time": "2024-07-15T06:04:00.598099Z"
    }
   },
   "cell_type": "code",
   "source": [
    "# Assume the optimal number of clusters is 5 (determined from the Elbow method)\n",
    "optimal_clusters = 4\n",
    "kmeans = KMeans(n_clusters=optimal_clusters, random_state=42)\n",
    "data['Cluster'] = kmeans.fit_predict(scaled_features)\n"
   ],
   "id": "c21922b7340d8b01",
   "outputs": [],
   "execution_count": 4
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-07-15T06:41:56.641586Z",
     "start_time": "2024-07-15T06:10:55.260099Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import geopandas as gpd\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# Create a GeoDataFrame\n",
    "gdf = gpd.GeoDataFrame(data, geometry=gpd.points_from_xy(data.Longitude, data.Latitude))\n",
    "\n",
    "# Plot the clusters on a map\n",
    "world = gpd.read_file(gpd.datasets.get_path('naturalearth_lowres'))\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(15, 10))\n",
    "world.boundary.plot(ax=ax, linewidth=1)\n",
    "gdf.plot(column='Cluster', ax=ax, legend=True, markersize=10, cmap='viridis')\n",
    "plt.title('Cell Tower Clusters')\n",
    "plt.show()\n"
   ],
   "id": "6c99050cba7589fe",
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\WPP-JKW\\AppData\\Local\\Temp\\ipykernel_29896\\3886404602.py:8: FutureWarning: The geopandas.dataset module is deprecated and will be removed in GeoPandas 1.0. You can get the original 'naturalearth_lowres' data from https://www.naturalearthdata.com/downloads/110m-cultural-vectors/.\n",
      "  world = gpd.read_file(gpd.datasets.get_path('naturalearth_lowres'))\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 1500x1000 with 2 Axes>"
      ],
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 5
  }
 ],
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  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
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   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
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  }
 },
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 "nbformat_minor": 5
}
